What are the leading nanomaterials used in formulating pharmaceutical nanofluids, focusing on their properties, performance, and applications in drug delivery and therapeutics? Key materials such as metal and metal oxide nanoparticles, carbon-based nanostructures, and biocompatible polymers are analyzed to enhance solubility, stability, and controlled drug release.